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ResearchFormerly WizWand

Facial Landmark Localization on 300-W (Full set)

2.83NMEOccFace
2.64843.87425.16.3258Aug 2, 2019Sep 2, 2020Oct 5, 2021Nov 6, 2022Dec 9, 2023Jan 9, 2025Feb 11, 2026
Updated 8mo ago

Evaluation results

MethodLinks
OccFace2026.022.83
STAR2026.022.9
ORFormer2026.022.9
ADNet2026.022.93
ViTPose2026.023.02
AWing2026.023.07
HIH2026.023.09
SLPT2026.023.17
LUVLi2026.023.23
AdalossNormalization=Inter-ocular distance (IOD), Initialization=Ground truth bounding box, Input Resolution=256x2562019.083.31
TS³Annotation Ratio=100%, Additional Training Data=Unlabeled AFLW data2019.083.49
TS³Annotation Ratio=100%2019.083.78
SANNormalization=Inter-ocular distance (IOD)2019.083.98
SANAnnotation Ratio=100%2019.083.98
mnv2KDNormalization=inter-ocular2021.114.06
CPM + SBRNormalization=Inter-ocular distance (IOD)2019.084.1
SBRAnnotation Ratio=100%, Additional Training Data=Unlabeled video2019.084.1
PCD-CNNAnnotation Ratio=100%2019.084.44
MobileNet+ASMLossNormalization=inter-ocular2021.114.59
RCNNormalization=Inter-ocular distance (IOD)2019.084.9
res_lossNormalization=inter-ocular2021.114.93
Two-StageNormalization=Inter-ocular distance (IOD)2019.084.96
Two-StageAnnotation Ratio=100%2019.084.96
TS³Annotation Ratio=20%2019.085.03
G&LSRwNormalization=inter-pupil2021.115.17
MuSiCa68Normalization=inter-pupil2021.115.32
ASMNetNormalization=inter-ocular2021.115.5
TCDCNNormalization=Inter-ocular distance (IOD)2019.085.54
DOFNormalization=inter-pupil2021.115.55
TS³Annotation Ratio=10%2019.085.64
mnv2KDNormalization=inter-pupil2021.115.66
CFSSNormalization=Inter-ocular distance (IOD)2019.085.76
CFSSNormalization=inter-pupil2021.115.76
RDRNormalization=Inter-ocular distance (IOD)2019.085.8
RDRAnnotation Ratio=100%2019.085.8
MDMNormalization=Inter-ocular distance (IOD)2019.085.88
MDMAnnotation Ratio=100%2019.085.88
RCN+Annotation Ratio=20%2019.085.88
Pose-InvariantNormalization=Inter-ocular distance (IOD)2019.086.3
Pose-InvariantAnnotation Ratio=100%2019.086.3
LBFNormalization=Inter-ocular distance (IOD)2019.086.32
RCN+Annotation Ratio=10%2019.086.32
LBFNormalization=inter-pupil2021.116.32
3DDFANormalization=inter-pupil2021.117.01
DlibNormalization=Inter-ocular distance (IOD), Initialization=Ground truth bounding box2019.087.32
LBF fastNormalization=inter-pupil2021.117.37